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106 search results found

Deepo ⭐ 6,312

Setup and customize deep learning environment in seconds.

Image Super Resolution ⭐ 4,392

🔎 Super-scale your images and run experiments with Residual Dense and Adversarial Networks.

Pipeline ⭐ 4,158

Cakechat ⭐ 1,169

CakeChat: Emotional Generative Dialog System

Fabrik ⭐ 1,062

🏭 Collaboratively build, visualize, and design neural nets in browser

Onnx2tf ⭐ 461

Self-Created Tools to convert ONNX files (NCHW) to TensorFlow/TFLite/Keras format (NHWC). The purpose of this tool is to solve the massive Transpose extrapolation problem in onnx-tensorflow (onnx-tf). I don't need a Star, but give me a pull request.

Attention_keras ⭐ 429

Keras Layer implementation of Attention for Sequential models

Stock Analysis Engine ⭐ 414

Backtest 1000s of minute-by-minute trading algorithms for training AI with automated pricing data from: IEX, Tradier and FinViz. Datasets and trading performance automatically published to S3 for building AI training datasets for teaching DNNs how to trade. Runs on Kubernetes and docker-compose. >150 million trading history rows generated from +5000 algorithms. Heads up: Yahoo's Finance API was disabled on 2019-01-03 https://developer.yahoo.com/yql/

The TensorFlow Cloud repository provides APIs that will allow to easily go from debugging and training your Keras and TensorFlow code in a local environment to distributed training in the cloud.

Kaggle_salt_bes_phalanx ⭐ 270

Winning solution for the Kaggle TGS Salt Identification Challenge.

Openvino2tensorflow ⭐ 262

This script converts the ONNX/OpenVINO IR model to Tensorflow's saved_model, tflite, h5, tfjs, tftrt(TensorRT), CoreML, EdgeTPU, ONNX and pb. PyTorch (NCHW) -> ONNX (NCHW) -> OpenVINO (NCHW) -> openvino2tensorflow -> Tensorflow/Keras (NHWC/NCHW) -> TFLite (NHWC/NCHW). And the conversion from .pb to saved_model and from saved_model to .pb and from .pb to .tflite and saved_model to .tflite and saved_model to onnx. Support for building environments with Docker. It is possible to directly access the

Ml Projects ⭐ 243

ML based projects such as Spam Classification, Time Series Analysis, Text Classification using Random Forest, Deep Learning, Bayesian, Xgboost in Python

R Tensorflow Api ⭐ 237

A small Docker container for using R and TensorFlow as an enterprise API

Tianchi_nl2sql ⭐ 188

追一科技首届中文NL2SQL挑战赛决赛第3名方案+代码

Image_keras ⭐ 164

Building an image classifier using keras

Keras Serving ⭐ 147

bring keras-models to production with tensorflow-serving and nodejs + docker 🍕

Mnist_draw ⭐ 135

This is a sample project demonstrating the use of Keras (Tensorflow) for the training of a MNIST model for handwriting recognition using CoreML on iOS 11 for inference.

Kafka Ml ⭐ 131

Kafka-ML: connecting the data stream with ML/AI frameworks (now TensorFlow and PyTorch!)

Seq2seq_tutorial ⭐ 126

Code For Medium Article "How To Create Data Products That Are Magical Using Sequence-to-Sequence Models"

Incremental_training ⭐ 96

Repo that relates to the Medium blog 'Keeping your ML model in shape with Kafka, Airflow' and MLFlow'

Docker Python Deep Learning ⭐ 74

A container for Deep Learning with Python 3

Autokeras ⭐ 71

Package: R Interface to AutoKeras

Klever Model Registry ⭐ 58

Cloud Native Machine Learning Model Registry

Docker Keras Full ⭐ 54

Docker image: Deep learning environment with *Keras* and *Jupyter* using CPU or GPU

Nvidia Docker Keras ⭐ 54

Workflow that shows how to train neural networks on EC2 instances with GPU support and compares training times to CPUs

AIOpen是一个按人工智能三要素（数据、算法、算力）进行AI开源项目分类的汇集项目，项目致力于跟踪

Selenium Ai ⭐ 52

An open AI environment using selenium + docker for training automated web agents

Semantic Segmentation With Mobilenetv3 ⭐ 50

TensorFlow (Keras) implementation of MobileNetV3 and its segmentation head

Deploy To Kubernetes ⭐ 49

Deploy a distributed AI stack to a multi-host or single-host Kubernetes cluster on CentOS 7 and also works on AWS - and comes with: cert-manager + redis-cluster + rook-ceph for persistent storage + minio s3 object store + splunk + optional external dns server + affinity examples - validated with K8 version 1.13.4 🔨 🔧 ☁️

Dockerrml ⭐ 46

Docker images set up with tools for radio & machine learning tasks

The Pelops car re-ID project

Deep_docker ⭐ 43

Keras Cntk Docker ⭐ 41

Docker container for keras + cntk intended for nvidia-docker

Automatic License Plate Recognition ⭐ 41

Source code of ALPR (Automatic License Plate Recognition System) 🔥

Google Cloud Deep Learning Kit ⭐ 38

Create a GPU instance on GCP with Jupyter + Keras(Tensorflow) + Nvidia Docker

Docker Rl Gym ⭐ 34

A Docker environment for RL & OpenAI Gym

Machine Learning Alpine ⭐ 31

Alpine Container for Machine Learning

Backend.ai Kernels ⭐ 30

Repository of Backend.AI-enabled container recipes

tensorflow ,keras ,bert ,flask ,nlp, machine reading , translater，seq2seq

Deep Learning Studio is a GUI based deep learning platform for designing, training and evaluating artificial neural networks without programming skills.

Rgb Color Classifier With Deep Learning Using Keras And Tensorflow ⭐ 27

RGB Color Classifier is a Web App that can Predict upto 11 Distinct Color Classes based on RGB input by the User from GUI sliders

Max Inception Resnet V2 ⭐ 25

Identify objects in images using a third-generation deep residual network.

Chord Detection ⭐ 25

App for Chord Sequence Detection

Servenet ⭐ 24

Service Classification based on Service Description

Whats This Rock ⭐ 24

Telegram Rock Classification Bot!

Bert_in_a_flask ⭐ 23

A dockerized flask API, serving ALBERT and BERT predictions using TensorFlow 2.0.

Cartpole Rl Remote ⭐ 22

CartPole game by Reinforcement Learning, a journey from training to inference

Cartwheel_train ⭐ 21

NetVLAD based weakly supervised learning whole image descriptor with street view data

Gpu Jupyterhub ⭐ 20

Setting up a Jupyterhub Dockercontainer to spawn Jupyter Notebooks with GPU support (containing Tensorflow, Pytorch and Keras)

Deployml ⭐ 20

Scripts for "Deploy ML to production" workshop

Max Breast Cancer Mitosis Detector ⭐ 20

Detect whether a mitosis exists in an image of breast cancer tumor cells

Python_data_science ⭐ 20

Docker container with Jupyter, Matplotlib, Pandas, Tensorflow and Keras

Osm Yolo Crossings ⭐ 19

🦓 AI-powered OpenStreetMap tool for importing zebra crossings

Machine Learning Use Cases ⭐ 19

Machine Learning Notebooks with Turicreate and Keras in a Docker Container

Max Review Text Generator ⭐ 18

Generate English-language text similar to the text in the Yelp® review data set.

Deep Learning Gpu Env ⭐ 18

keras2+tensorflow+jupyter+flask+openslide+node+npm

Tensorflow Serving Docker Image ⭐ 17

Production Ready Docker Container for TensorFlow Serving

Deep Learning with Keras and TensorFlow

Xai Demonstrator ⭐ 17

The XAI Demonstrator is a modular platform that lets users interact with production-grade Explainable AI (XAI) systems.

書籍「今すぐ試したい！機械学習・深層学習（ディープラーニング）画像認識プログラミングレシピ」のソース

Tensorflow Keras Docker ⭐ 17

Tensorflow + Keras as a Docker container for local experiments

Deploy Hf Tf Vision Models ⭐ 17

This repository shows various ways of deploying a vision model (TensorFlow) from 🤗 Transformers.

Antinex Core ⭐ 16

Network exploit detection using highly accurate pre-trained deep neural networks with Celery + Keras + Tensorflow + Redis

Deeplearning_flask ⭐ 16

Data Science AI Artificial Intelligence Deep Learning Python Keras TensorFlow TensorFlow2 Flask Flask3 Docker NGINX Gunicorn microservices REST API Jupyter Lab Notebook GitHub Actions

Gpu Keras Rstudio ⭐ 15

Keras Tutorials ⭐ 15

Introduction to Deep Learning with the Keras framework

Docker Tensorflow Keras Gpu ⭐ 14

Run Tensorflow and Keras with GPU support on Kubernetes

Jupyter Keras ⭐ 14

My Dockerfile for working with Neural Networks and Python

Docker Python Data Science ⭐ 14

Docker image with python-3.8.10 and gdal-3.3.0 for data science。用于构建数据科学和机器学习应用的 python 镜像，内置了常规开发包，易于自定义扩展。

Anaconda3 ⭐ 14

Anaconda3, Jupyter Notebook, OpenCV3, TensorFlow and Keras2 for Deep Learning🐳

Max Resnet 50 ⭐ 14

Identify objects in images using a first-generation deep residual network.

Base machine learning image and environment.

Keras Rest Api ⭐ 13

A scalable Flask API to interact with a pre-trained Keras model.

Deeplearningdocker ⭐ 12

My custom Image for Quick setup of Deep Learning Libraries in Python on any machine.

Docker Reinforcement Learning ⭐ 10

docker image for reinforcement learning including Open AI roboschool

Tensorspace Converter ⭐ 10

🔨TensorSpace Standard Preprocess Tool for Pre-trained Models from TensorFlow, Keras, TensorFlow.js

Fully_convolutional_network ⭐ 10

Building, training and deploying a fully convolutional neural network in TensorFlow

Mdeeplearn ⭐ 10

📚 🍑 Machine Learning and Deep Learning with examples.

Docker Keras Tensorflow Ubuntu1604 Gpu ⭐ 9

Install keras and tensorflow based on cuda 9.0 using docker (python3) and ubuntu1604. Tutorial for installing CUDA driver

Distributed Training In Tensorflow 2 With Ai Platform ⭐ 9

Contains code to demonstrate distributed training in TensorFlow 2 with AI Platform and custom Docker contains.

Snapshare ⭐ 9

Photo sharing social network with automatic image tagging using deep learning.

Jupyter Devbox ⭐ 8

A Docker DevBox for Jupyter Notebook's with a focus on Computer Vision, Machine Learning, Statistics and Visualization.

From Keras To Production Workshop ⭐ 8

Docker Training 2019 Public ⭐ 8

This repository is no longer maintained and it may be deleted in the future. Please visit

Flask Keras Docker Demo ⭐ 8

deploying a Keras ResNet model with Flask and Docker for subsequent monitoring in production

Song Helper ⭐ 7

🎶Python script with artificial intelligence, that proposes you song, depending on your mood🎹

Smartmeterprediction ⭐ 7

Home energy usages prediction based on neural networks and smart meter data

Neural Network Visual Programming

Distkeras Docker ⭐ 7

Dockerfile for Dist-keras

detection of covid-19 from X-ray images Using keras and tensorflow

Docker Gpu ⭐ 6

Dockerfile for deep learning on GPUs

docker file for my deep learning env

Docker And Kubernetes Note ⭐ 6

Opencv, Opencv-contribt, Tensorflow-GPU, Keras, Zeromq, and DS-Tools docker

Docker images for various purposes

Dockerized_data_science_playground ⭐ 6

Multi-docker container data science / engineering playground (w/ Kafka, Airflow, MLFlow, Tensorflow-Keras / SKLearn) for simulating a microservices-oriented architecture

Chapter11 ⭐ 5

Chapter 11: Transfer Learning/Domain Adaptation

Chapter 4: Basics of Deep Learning

Deeplearning Workshop 2019 ⭐ 5

IAP Workshop: Deep Learning

SIGAI@UCF lectures/workshops, categorized by semester. (For spring 2018, will be archived soon.)

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